Dataset Drift

Dataset Drift is NOT detected. Dataset drift detection threshold is 0.5

16

Columns

4

Drifted Columns

0.25

Share of Drifted Columns

Data Drift Summary

Drift is detected for 25.0% of columns (4 out of 16).
Column
Type
Reference Distribution
Current Distribution
Data Drift
Stat Test
Drift Score
fidcat
DetectedJensen-Shannon distance0.832555
descriptioncat
DetectedJensen-Shannon distance0.803583
saturatedFatnum
DetectedWasserstein distance (normed)0.106222
fatnum
DetectedWasserstein distance (normed)0.100703
caloriesnum
Not DetectedWasserstein distance (normed)0.095983
proteinnum
Not DetectedWasserstein distance (normed)0.095498
carbohydratesnum
Not DetectedWasserstein distance (normed)0.094229
sugarsnum
Not DetectedWasserstein distance (normed)0.071242
fibernum
Not DetectedWasserstein distance (normed)0.038422
potassiumnum
Not DetectedWasserstein distance (normed)0.037991